Bayesian nonparametrics and feedback-linearisation of discretised control-affine systems

We propose random field system identification and inversion control (RF-SIIC) as a method for simultaneous probabilistic identification and control of time-discretised control-affine systems. Identification is achieved by conditioning random field priors on observations of configurations and noisy e...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Calliess, J, Papachristodoulou, A, Roberts, S
Формат: Conference item
Хэвлэсэн: Institute of Electrical and Electronics Engineers 2019